{"id":"W4398762768","doi":"10.1038/s41598-024-62191-z","title":"Fungal diversity differences in the indoor dust microbiome from built environments on earth and in space","year":2024,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Nuclear Safety and Security Commission; National Aeronautics and Space Administration","keywords":"Microbiome; Astrobiology; Spacecraft; Crew; Environmental science; Earth (classical element); International Space Station; Earth's orbit; Biology; Aeronautics; Aerospace engineering; Physics; Engineering; Bioinformatics; Astronomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009167822,0.0001202384,0.0001982946,0.0002638968,0.0001072515,0.00009843317,0.00008686585,0.00009239666,0.00009386396],"category_scores_gemma":[0.00008421076,0.00007435838,0.00003587909,0.0003568385,0.0003162035,0.00005962846,0.0001731118,0.0002426267,0.00004684404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004896454,"about_ca_system_score_gemma":0.00003862782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003364228,"about_ca_topic_score_gemma":0.0002966569,"domain_scores_codex":[0.9985587,0.0001054868,0.0001878873,0.0006514427,0.0002747281,0.0002217664],"domain_scores_gemma":[0.9993187,0.000144667,0.00005199367,0.0004202547,0.000005320128,0.00005910877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004511873,0.0001098713,0.8512028,0.00001863496,0.00001652002,0.004593967,0.001419155,3.417813e-7,0.1403346,0.0000171878,0.001730956,0.000510892],"study_design_scores_gemma":[0.000264216,0.00009196044,0.9749193,0.0001513709,0.00002028629,0.000219647,0.0002085631,0.00003696274,0.01324439,0.0003907389,0.01036233,0.00009025777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995316,0.0005129633,0.000002925439,0.001239269,0.002032774,0.0003906006,0.000007271011,0.0000178984,0.0004802762],"genre_scores_gemma":[0.9976164,0.00001568103,0.00003406419,0.0001010946,0.00004383415,0.000007594307,0.00002845422,0.000005542275,0.002147357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1270902,"threshold_uncertainty_score":0.3032247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01993371695053495,"score_gpt":0.2445265436584923,"score_spread":0.2245928267079573,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}